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TALK-073Agentic engineeringClaude CodeAndroid CLIVerification loops

Agentic engineering with Claude Code and Android CLI

Ben Trengrove, Steven Jenkins

Talks worth your time · Claude Code & Anthropic · 2026-11-01 · 30 min · 11 pages

Stop copy-pasting into AI chat windows and start delegating to your agent. This practical, example-driven session shows you how to level up your agentic engineering using Claude Code and the Android CLI. We will walk through a complete workflow to automate complex development tasks and ship features faster. You will learn to: - Optimize the token efficiency of your harness using Android CLI, Skills, Hooks and MCP. - Offload and parallelize long-running tasks to subagents. - Set up continuous verification loops that stop early termination and run until tests pass. Speakers: Steven Jenkins, Ben Trengrove Chapters: 0:00 - Introduction and environment setup 5:10 - Demo: Fixing an ANR with Android CLI 7:57 - Managing context and token limits 12:00 - Best practices for agents.md 16:24 - Agent skills and architectures 20:22 - Optimizing app performance with AI 22:33 - Implementing task verification loops 26:25 - Android XR and autonomous bug fixing 28:55 - Key takeaways and resources Watch the tools & performance sessions from Android Dev Summit 2026 → https://goo.gle/ADS26-Tools-and-Perf Watch all the sessions from Android Dev Summit 2026 → https://goo.gle/ADS26-All-Sessions Subscribe to Android Developers → https://goo.gle/AndroidDevs #AndroidDevSummit2026 Event: Android Dev Summit 2026 Products Mentioned: Claude Code, Android CLI, Android MCP, Android Skills

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